
Privacy-focused AI/ML research platform
Explore a specific workflow
Explore active learning tools through the product profiles below. Research and analysis tools help locate, summarize or interpret information. Source retrieval, explanation and numerical analysis need different kinds of evidence.
Check supported documents, datasets and source access. Establish whether the product can inspect your actual material rather than answer from general knowledge.
Follow citations to the original source, recalculate important numbers and check the date and scope of the evidence. Distinguish an explanation from a verified result.

Privacy-focused AI/ML research platform

Dioptra is an open source data curation and management platform designed for computer vision, natural language processing (NLP), and large language models (LLMs). It helps users curate valuable unlabeled data, register metadata, diagnose model failure modes, and integrate with labeling and retraining stacks.

Pocket Hansei: Your personal assistant for instant, trusted answers from renowned books, research papers, reliable articles, and trending topics.

TeacherToolsGPT: The #1 AI teaching companion. Save time & elevate your teaching with advanced AI tools for efficient, enhanced education.
FAQ
Practical answers to help you take the next step.
Research and analysis tools help locate, summarize or interpret information. Source retrieval, explanation and numerical analysis need different kinds of evidence.
Check supported documents, datasets and source access. Establish whether the product can inspect your actual material rather than answer from general knowledge.
Follow citations to the original source, recalculate important numbers and check the date and scope of the evidence. Distinguish an explanation from a verified result.
Choose a question with known sources and a checkable result. Compare citation accuracy, omissions and reproducibility rather than response length.
Privacy-focused AI/ML research platform
Read about Intuition MachinesDioptra is an open source data curation and management platform designed for computer vision, natural language processing (NLP), and large language models (LLMs). It helps users curate valuable unlabeled data, register metadata, diagnose model failure modes, and integrate with labeling and retraining stacks.
Read about DioptraPocket Hansei: Your personal assistant for instant, trusted answers from renowned books, research papers, reliable articles, and trending topics.
Read about Pocket HanseiTeacherToolsGPT: The #1 AI teaching companion. Save time & elevate your teaching with advanced AI tools for efficient, enhanced education.
Read about TeacherToolsGPTLook for usable citations, tables, downloadable data and reproducible steps. A clear answer should let another person inspect how the conclusion was reached.
Run the same small task in each shortlisted product. Compare the price per usable result, usage limits, regeneration costs and time spent correcting the output. Confirm current terms with the provider.